<p> Methods of constructing orthogonal Latin of squares and incomplete balanced block designs are developed. The analysis of these designs is then derived. Particular care is tnken in the determination of the number of degrees of freedom involved, a point which is usunlly neglected in other sources. The principle source of material for this thesis has been H.B. Mann's book, Analysis and Design of Experiments.</p>